id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
1,182,700
59
Female
18,350
Single
null
High School
null
12.811752
Rural
Premium
0
13
335
2
2021-11-13 15:21:39.222387
Good
No
Daily
Apartment
2,343
1,182,701
19
Male
39,019
Single
1
High School
null
48.593605
Urban
Premium
1
17
476
4
2022-11-15 15:21:39.096739
Poor
No
Weekly
Apartment
1,156
1,182,702
51
Male
1,637
Married
0
Bachelor's
Unemployed
32.994354
Rural
Comprehensive
2
5
null
2
2020-07-09 15:21:39.233998
Good
No
Monthly
Apartment
2,206
1,182,703
30
Female
25,011
Single
2
Bachelor's
Self-Employed
31.959232
Suburban
Basic
1
16
641
1
2020-08-30 15:21:39.095696
Average
No
Weekly
Condo
1,205
1,182,704
36
Female
56,884
Single
1
High School
Unemployed
32.858391
Suburban
Comprehensive
null
2
516
5
2019-08-18 15:21:39.206847
Good
No
Weekly
House
148
1,182,705
18
Female
46,269
Single
2
Master's
Employed
18.002436
Rural
Premium
0
12
567
3
2021-09-26 15:21:39.237118
Poor
No
Monthly
Condo
40
1,182,706
48
Female
54,909
Married
null
Bachelor's
Unemployed
46.604621
Urban
Basic
null
14
431
3
2020-02-29 15:21:39.155231
Poor
No
Weekly
Apartment
1,702
1,182,707
55
Male
30,686
Married
2
Master's
Employed
33.857191
Urban
Premium
0
2
754
7
2020-08-15 15:21:39.099739
Good
No
Rarely
Apartment
602
1,182,708
25
Male
53,581
Single
4
Bachelor's
Self-Employed
52.869603
Rural
Basic
1
8
null
1
2024-04-27 15:21:39.201446
Poor
No
Daily
House
483
1,182,709
30
Male
2,661
Divorced
2
Bachelor's
Unemployed
35.123466
Rural
Basic
null
17
632
7
2021-09-08 15:21:39.095696
null
No
Rarely
House
629
1,182,710
40
Male
4,351
Divorced
1
High School
Self-Employed
34.0386
Urban
Comprehensive
0
0
839
4
2021-08-09 15:21:39.218388
Poor
No
Monthly
Apartment
2,341
1,182,711
57
Male
28,163
Married
0
PhD
null
26.139732
Suburban
Basic
1
5
845
6
2021-09-16 15:21:39.172097
Poor
No
Rarely
Apartment
476
1,182,712
48
Male
3,146
Divorced
4
High School
null
null
Suburban
Comprehensive
null
9
518
4
2021-05-04 15:21:39.126661
Good
No
Daily
House
474
1,182,713
52
Female
79,817
Divorced
2
PhD
Self-Employed
8.757854
Urban
Basic
0
2
504
4
2021-06-19 15:21:39.125660
null
Yes
Daily
House
37
1,182,714
43
Male
39
Single
3
Master's
null
13.18458
Rural
Premium
4
11
null
4
2020-01-04 15:21:39.094752
Good
No
Rarely
Condo
869
1,182,715
44
Male
18,824
Married
null
Master's
Unemployed
8.241581
Rural
Premium
1
10
742
9
2024-07-01 15:21:39.229482
Average
Yes
Rarely
Condo
280
1,182,716
20
Female
18,364
Single
2
Master's
Unemployed
25.057909
Suburban
Basic
null
12
443
2
2023-09-12 15:21:39.272456
Poor
No
Monthly
House
861
1,182,717
44
Female
2,661
Divorced
4
High School
Employed
14.444576
Suburban
Basic
0
17
581
1
2020-01-08 15:21:39.246098
Good
No
Rarely
Condo
20
1,182,718
47
Female
80,664
Divorced
3
Master's
Unemployed
32.813789
Rural
Basic
null
2
null
2
2021-08-07 15:21:39.148733
Good
Yes
Daily
House
4,501
1,182,719
36
Female
28,215
Married
4
High School
null
11.638385
Suburban
Comprehensive
null
14
687
7
2024-06-11 15:21:39.080440
Good
No
Daily
Apartment
1,561
1,182,720
43
Female
4,818
Married
2
Master's
Self-Employed
22.644224
Rural
Comprehensive
null
14
565
1
2019-09-25 15:21:39.233485
null
No
Rarely
Condo
377
1,182,721
24
Male
29,997
Single
null
Bachelor's
Unemployed
32.642368
Urban
Basic
1
9
518
7
2022-06-02 15:21:39.177724
Average
No
Weekly
Condo
726
1,182,722
48
Male
136,412
Divorced
null
PhD
Self-Employed
18.879416
Urban
Comprehensive
2
12
null
7
2021-07-20 15:21:39.237118
Poor
Yes
Daily
Apartment
3,097
1,182,723
40
Male
15,123
Single
0
Master's
null
26.664827
Suburban
Basic
null
9
796
1
2020-06-26 15:21:39.182597
Poor
Yes
Weekly
Condo
696
1,182,724
53
Male
15,983
Divorced
2
Bachelor's
Unemployed
13.878542
Rural
Comprehensive
0
4
757
6
2023-06-12 15:21:39.271453
Poor
Yes
Monthly
Condo
1,068
1,182,725
18
Male
8,819
Married
0
High School
Unemployed
14.955847
Suburban
Premium
0
11
485
3
2023-04-28 15:21:39.168099
Good
Yes
Rarely
House
567
1,182,726
36
Female
10,045
Married
2
PhD
Self-Employed
44.651539
Urban
Premium
1
18
762
9
2023-07-23 15:21:39.237118
Poor
No
Daily
Apartment
1,334
1,182,727
45
Male
21,595
Divorced
0
Bachelor's
Unemployed
11.497771
Rural
Premium
0
7
null
3
2020-06-07 15:21:39.210805
Good
Yes
Daily
Apartment
958
1,182,728
21
Male
43,746
Married
3
Bachelor's
Self-Employed
9.124733
Rural
Comprehensive
null
7
787
7
2020-10-03 15:21:39.268507
null
Yes
Rarely
House
3,355
1,182,729
56
Male
33,294
Single
0
High School
Self-Employed
10.539486
Rural
Premium
1
6
831
5
2021-12-02 15:21:39.155231
Poor
No
Rarely
Condo
1,246
1,182,730
36
Female
20,597
Divorced
3
High School
Employed
17.241708
Suburban
Comprehensive
null
15
801
9
2023-09-02 15:21:39.220389
Poor
Yes
Weekly
Condo
2,097
1,182,731
52
Male
83,613
Single
4
Bachelor's
null
12.84744
Rural
Comprehensive
0
13
639
9
2022-02-10 15:21:39.150730
Poor
No
Rarely
House
393
1,182,732
48
Male
15,641
Married
0
Bachelor's
Unemployed
23.849291
Suburban
Comprehensive
1
1
565
7
2024-05-04 15:21:39.254678
Good
No
Daily
Condo
2,921
1,182,733
52
Male
23,456
Single
0
PhD
Unemployed
8.751708
Urban
Comprehensive
0
4
421
3
2021-07-23 15:21:39.180553
Average
Yes
Rarely
Condo
841
1,182,734
46
Male
4,942
Divorced
0
PhD
Self-Employed
28.966803
Suburban
Premium
null
18
393
4
2023-11-18 15:21:39.151732
null
No
Rarely
Condo
1,246
1,182,735
52
Female
142,491
Married
4
Master's
Self-Employed
36.89827
Urban
Basic
null
4
334
3
2019-12-19 15:21:39.172097
Average
Yes
Monthly
House
498
1,182,736
18
Male
46,915
Married
3
Master's
Self-Employed
51.898202
Suburban
Basic
null
3
844
1
2021-11-11 15:21:39.155231
Poor
No
Weekly
House
20
1,182,737
42
Male
50,309
Married
2
PhD
null
11.996059
Urban
Basic
null
15
472
4
2022-10-28 15:21:39.081504
Good
Yes
Weekly
House
4,452
1,182,738
51
Male
4,532
Married
2
PhD
Unemployed
38.504735
Rural
Basic
2
15
703
2
2020-12-26 15:21:39.256696
Good
Yes
Weekly
Apartment
519
1,182,739
24
Female
36,456
Divorced
1
PhD
Employed
5.935486
Urban
Comprehensive
null
15
782
2
2024-05-03 15:21:39.134960
Average
No
Weekly
Condo
1,298
1,182,740
28
Female
2,745
null
0
PhD
Unemployed
23.973433
Urban
Basic
0
12
323
6
2022-08-02 15:21:39.167099
Average
Yes
Weekly
Condo
1,143
1,182,741
64
Female
15,857
Married
1
Bachelor's
Self-Employed
17.299547
Suburban
Basic
1
5
null
7
2021-04-17 15:21:39.090124
Poor
Yes
Daily
House
1,647
1,182,742
58
Female
39,741
Married
4
PhD
Self-Employed
28.017743
Urban
Basic
0
18
null
1
2021-10-29 15:21:39.134960
Good
Yes
Rarely
Apartment
2,271
1,182,743
22
Male
49,718
Divorced
1
Master's
null
49.534802
Suburban
Basic
3
8
736
5
2024-06-15 15:21:39.176717
Poor
No
Monthly
Apartment
25
1,182,744
33
Male
81,211
Single
1
PhD
null
46.577218
Suburban
Basic
2
8
814
3
2021-06-28 15:21:39.134960
Poor
No
Weekly
House
253
1,182,745
22
Male
22,202
Divorced
3
High School
null
22.993092
Suburban
Comprehensive
0
6
406
7
2021-09-06 15:21:39.080440
Poor
Yes
Weekly
House
661
1,182,746
47
Male
17,227
Single
null
PhD
Employed
8.155584
Urban
Comprehensive
0
11
604
1
2023-04-02 15:21:39.111551
Poor
Yes
Rarely
House
658
1,182,747
44
Female
7,051
Married
1
High School
Employed
30.141833
Urban
Premium
1
11
662
9
2022-07-07 15:21:39.192212
Good
No
Rarely
Condo
1,216
1,182,748
30
Male
12,402
Single
4
Master's
Employed
32.07972
Rural
Premium
4
13
696
6
2020-02-02 15:21:39.228521
Poor
No
Rarely
Condo
142
1,182,749
63
Female
29,862
Single
1
Master's
null
20.827304
Rural
Premium
null
10
819
3
2021-11-19 15:21:39.225916
Good
Yes
Daily
Condo
909
1,182,750
30
Female
132,271
Divorced
1
PhD
Employed
37.051413
Rural
Premium
3
15
790
7
2023-09-23 15:21:39.289099
null
No
Daily
House
1,003
1,182,751
37
Male
9,719
Single
3
Bachelor's
Unemployed
10.044434
Urban
Basic
0
3
782
2
2023-02-14 15:21:39.168099
Good
No
Monthly
Condo
390
1,182,752
45
Male
81,573
Single
1
Master's
Unemployed
35.735134
Suburban
Comprehensive
1
7
373
6
2020-08-22 15:21:39.173834
Average
Yes
Rarely
Condo
442
1,182,753
41
Female
92,946
Married
3
PhD
Employed
null
Rural
Comprehensive
4
9
591
1
2023-08-31 15:21:39.248098
null
Yes
Weekly
Condo
1,465
1,182,754
59
Female
74,427
Single
3
Master's
Unemployed
33.91878
Rural
Premium
null
16
null
4
2019-12-11 15:21:39.209847
Good
No
Rarely
House
36
1,182,755
52
Male
18,199
Single
4
PhD
null
15.737256
Rural
Comprehensive
null
11
681
5
2022-09-03 15:21:39.283783
Poor
Yes
Rarely
Condo
1,155
1,182,756
46
Female
1,310
Divorced
3
Master's
null
22.573932
Rural
Basic
null
14
401
3
2022-11-25 15:21:39.090124
Average
Yes
Monthly
House
4,013
1,182,757
22
Male
16,053
Divorced
4
Master's
Employed
9.618749
Urban
Basic
3
13
481
4
2019-09-13 15:21:39.194829
Average
Yes
Rarely
Condo
603
1,182,758
64
Male
44,270
Single
0
High School
null
7.061748
Urban
Basic
0
19
578
3
2022-04-23 15:21:39.188220
Good
No
Weekly
House
644
1,182,759
47
Female
33,132
Married
2
Master's
Unemployed
32.087023
Urban
Comprehensive
1
0
512
1
2020-02-03 15:21:39.237118
Average
No
Monthly
Apartment
486
1,182,760
50
Male
45,674
Single
4
PhD
Self-Employed
15.826121
Suburban
Basic
0
17
595
4
2024-07-21 15:21:39.134960
Good
No
Rarely
Condo
1,036
1,182,761
30
Female
3,891
Single
4
Master's
null
25.086778
Suburban
Basic
3
6
788
8
2021-04-25 15:21:39.174719
Poor
Yes
Weekly
Condo
641
1,182,762
32
Male
54,943
Single
0
Master's
Employed
31.937207
Rural
Premium
null
1
413
5
2019-09-07 15:21:39.126661
Good
Yes
Monthly
Condo
2,283
1,182,763
49
Male
null
Single
4
Bachelor's
Self-Employed
25.633928
Urban
Premium
1
18
488
6
2024-08-09 15:21:39.271453
Average
Yes
Weekly
Condo
64
1,182,764
47
Female
5,524
Divorced
3
PhD
Employed
6.948434
Suburban
Comprehensive
null
7
683
2
2024-05-01 15:21:39.134960
Average
Yes
Rarely
House
148
1,182,765
30
Female
669
Single
4
Master's
Employed
13.279856
Rural
Basic
2
9
519
2
2020-01-11 15:21:39.172097
Average
Yes
Weekly
Apartment
543
1,182,766
20
Male
54,434
Divorced
2
Bachelor's
Employed
50.44123
Suburban
Premium
1
14
461
6
2022-05-01 15:21:39.107553
Poor
Yes
Rarely
House
452
1,182,767
46
Female
38,612
Divorced
1
High School
null
21.592859
Rural
Premium
null
17
464
4
2022-11-07 15:21:39.257696
Average
No
Weekly
Apartment
1,461
1,182,768
51
Female
2,472
Single
4
Bachelor's
Unemployed
4.766667
Urban
Premium
1
1
743
3
2022-02-07 15:21:39.134960
Good
No
Monthly
Apartment
92
1,182,769
57
Male
127,817
Divorced
3
Bachelor's
Employed
12.135423
Suburban
Basic
0
9
814
1
2021-03-30 15:21:39.104139
Good
No
Daily
Condo
337
1,182,770
49
Male
19,717
Married
2
PhD
null
18.917131
Suburban
Basic
0
12
575
3
2021-01-26 15:21:39.265513
Average
No
Rarely
Condo
990
1,182,771
33
Male
70,462
Married
4
Bachelor's
null
16.42887
Suburban
Comprehensive
2
14
561
9
2023-05-30 15:21:39.283783
Good
Yes
Rarely
Condo
1,883
1,182,772
51
Female
8,077
Divorced
3
Bachelor's
Self-Employed
41.12502
Urban
Comprehensive
0
11
766
5
2023-01-28 15:21:39.231531
Good
Yes
Monthly
Condo
558
1,182,773
53
Female
79,984
Divorced
0
High School
Employed
19.749102
Urban
Premium
0
19
426
4
2024-04-18 15:21:39.134960
Good
No
Weekly
Apartment
763
1,182,774
42
Male
23,233
Married
3
PhD
Employed
32.006441
Suburban
Premium
1
17
629
6
2022-05-22 15:21:39.271453
Average
Yes
Monthly
Apartment
764
1,182,775
62
Male
46,787
Married
1
Master's
Self-Employed
17.990859
Rural
Comprehensive
0
17
703
9
2021-04-01 15:21:39.237118
Good
Yes
Rarely
House
362
1,182,776
35
Male
6,904
Married
3
Master's
Self-Employed
36.834852
Rural
Comprehensive
0
0
430
1
2022-05-26 15:21:39.155231
Average
No
Rarely
Condo
1,496
1,182,777
21
Male
11,902
Divorced
1
PhD
Employed
11.161286
Urban
Premium
1
8
577
9
2021-08-18 15:21:39.151732
Average
No
Daily
Apartment
603
1,182,778
53
Male
57,580
Single
3
Bachelor's
Self-Employed
15.648638
Suburban
Basic
null
8
431
8
2023-02-15 15:21:39.229482
Good
No
Monthly
Apartment
784
1,182,779
null
Male
5,354
Single
3
PhD
Employed
26.619154
Urban
Premium
0
17
658
1
2020-11-08 15:21:39.185215
Average
Yes
Weekly
Apartment
578
1,182,780
47
Female
19,307
Married
0
Bachelor's
null
33.860876
Suburban
Comprehensive
null
17
635
2
2023-08-25 15:21:39.134960
Poor
Yes
Monthly
Condo
794
1,182,781
25
Female
801
Divorced
0
PhD
null
37.858176
Urban
Comprehensive
null
10
710
9
2023-09-11 15:21:39.097737
Average
No
Rarely
Condo
2,131
1,182,782
37
Male
25,532
Single
1
Bachelor's
Employed
5.934987
Urban
Basic
null
17
390
6
2020-09-16 15:21:39.209847
Average
Yes
Weekly
Condo
2,466
1,182,783
58
Male
79,845
Married
4
Master's
null
27.570039
Rural
Basic
null
2
410
2
2022-08-29 15:21:39.155231
Good
Yes
Weekly
House
1,049
1,182,784
23
Female
11,230
Divorced
1
Bachelor's
Self-Employed
39.838204
Rural
Comprehensive
0
10
818
8
2023-09-25 15:21:39.194829
Good
No
Monthly
Condo
816
1,182,785
38
Female
26,889
Married
2
High School
Unemployed
16.497835
Urban
Premium
1
6
482
8
2020-03-13 15:21:39.244069
Average
Yes
Weekly
House
1,052
1,182,786
48
Male
3,160
Married
0
High School
null
12.040213
Rural
Comprehensive
null
1
648
6
2020-06-08 15:21:39.237118
Poor
Yes
Weekly
House
28
1,182,787
39
Female
113,800
Married
null
Master's
Self-Employed
33.427665
Suburban
Comprehensive
null
8
null
7
2021-04-08 15:21:39.155231
Average
Yes
Daily
House
3,801
1,182,788
26
Male
24,547
Married
3
PhD
Self-Employed
7.939551
Suburban
Basic
1
6
null
1
2022-05-26 15:21:39.237118
Poor
No
Daily
Apartment
353
1,182,789
59
Male
29,663
Divorced
4
Bachelor's
Self-Employed
10.443819
Urban
Basic
null
4
490
7
2023-06-03 15:21:39.270454
null
Yes
Daily
Condo
302
1,182,790
42
Female
27,881
Married
null
High School
null
5.935252
Rural
Comprehensive
0
1
543
6
2020-10-29 15:21:39.091080
Average
No
Daily
Condo
574
1,182,791
55
Male
32,238
Single
3
Bachelor's
Employed
32.618869
Urban
Basic
1
17
577
4
2023-07-17 15:21:39.170099
Average
Yes
Daily
House
976
1,182,792
33
Female
127,989
Married
4
Bachelor's
null
52.476519
Suburban
Comprehensive
1
4
null
3
2021-06-16 15:21:39.145732
Average
No
Monthly
House
632
1,182,793
58
Male
3,849
Married
3
PhD
Employed
11.914987
Suburban
Basic
1
19
836
5
2022-11-06 15:21:39.177724
Good
Yes
Monthly
Condo
2,197
1,182,794
23
Female
4,834
Divorced
3
Bachelor's
Employed
19.790119
Suburban
Basic
2
13
581
6
2019-09-21 15:21:39.205850
Good
No
Weekly
Apartment
1,138
1,182,795
26
Female
25,983
Single
4
PhD
Employed
35.9272
Urban
Comprehensive
0
16
724
7
2022-10-12 15:21:39.289099
Good
No
Rarely
Condo
806
1,182,796
20
Male
5,096
Divorced
4
PhD
Employed
32.343826
Suburban
Comprehensive
null
8
784
4
2024-02-17 15:21:39.128286
Good
No
Daily
Condo
1,808
1,182,797
51
Female
20,881
Single
3
High School
null
32.888064
Rural
Basic
null
13
621
5
2022-07-01 15:21:39.286113
Poor
Yes
Monthly
Apartment
1,086
1,182,798
61
Female
23,668
Single
4
Bachelor's
Employed
41.274807
Rural
Comprehensive
3
5
530
1
2020-06-24 15:21:39.253660
Average
Yes
Weekly
House
719
1,182,799
19
Female
25,389
Divorced
4
Master's
Employed
24.45477
Suburban
Comprehensive
2
10
625
6
2022-07-07 15:21:39.192212
Good
Yes
Rarely
Apartment
77